age
int64
17
90
workclass
stringclasses
9 values
fnlwgt
int64
12.3k
1.48M
education
stringclasses
16 values
education.num
int64
1
16
marital.status
stringclasses
7 values
occupation
stringclasses
15 values
relationship
stringclasses
6 values
race
stringclasses
5 values
sex
stringclasses
2 values
capital.gain
int64
0
100k
capital.loss
int64
0
4.36k
hours.per.week
int64
1
99
native.country
stringclasses
42 values
age_group
stringclasses
3 values
capital_gain_loss_ratio
float64
0
10B
income
stringclasses
2 values
44
Private
98,779
10th
6
Married-civ-spouse
Machine-op-inspct
Husband
White
Male
4,386
0
60
United-States
Middle-aged
438,600,000
<=50K
29
Private
144,259
Bachelors
13
Married-civ-spouse
Handlers-cleaners
Husband
Black
Male
4,386
0
80
?
Young
438,600,000
>50K
48
Private
248,164
Bachelors
13
Married-civ-spouse
Sales
Husband
White
Male
4,386
0
50
United-States
Middle-aged
438,600,000
>50K
51
Private
123,703
HS-grad
9
Married-civ-spouse
Machine-op-inspct
Husband
White
Male
4,386
0
40
United-States
Middle-aged
438,600,000
>50K
35
Private
36,214
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
4,386
0
47
United-States
Middle-aged
438,600,000
>50K
48
Private
141,944
HS-grad
9
Married-civ-spouse
Machine-op-inspct
Husband
White
Male
4,386
0
40
United-States
Middle-aged
438,600,000
>50K
41
Private
156,566
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
4,386
0
50
United-States
Middle-aged
438,600,000
>50K
54
Self-emp-not-inc
242,606
Masters
14
Married-civ-spouse
Sales
Husband
White
Male
4,386
0
45
United-States
Middle-aged
438,600,000
>50K
31
Private
110,554
HS-grad
9
Married-civ-spouse
Machine-op-inspct
Wife
White
Female
4,386
0
40
United-States
Middle-aged
438,600,000
>50K
44
Private
120,057
Assoc-acdm
12
Married-civ-spouse
Exec-managerial
Husband
White
Male
4,386
0
45
United-States
Middle-aged
438,600,000
>50K
51
Federal-gov
73,670
Doctorate
16
Married-civ-spouse
Prof-specialty
Husband
White
Male
4,386
0
52
United-States
Middle-aged
438,600,000
>50K
61
?
160,625
Bachelors
13
Married-civ-spouse
?
Husband
White
Male
4,386
0
15
United-States
Senior
438,600,000
>50K
63
Private
180,911
11th
7
Married-civ-spouse
Protective-serv
Husband
White
Male
4,386
0
37
United-States
Senior
438,600,000
>50K
51
Private
29,580
11th
7
Married-civ-spouse
Sales
Husband
White
Male
4,386
0
30
United-States
Middle-aged
438,600,000
>50K
35
Private
209,214
HS-grad
9
Married-civ-spouse
Adm-clerical
Wife
White
Female
4,386
0
35
United-States
Middle-aged
438,600,000
>50K
52
Private
204,447
HS-grad
9
Married-civ-spouse
Machine-op-inspct
Husband
White
Male
4,386
0
40
United-States
Middle-aged
438,600,000
>50K
24
Private
117,959
HS-grad
9
Married-civ-spouse
Handlers-cleaners
Husband
White
Male
4,386
0
40
United-States
Young
438,600,000
>50K
33
Private
195,576
HS-grad
9
Married-civ-spouse
Exec-managerial
Husband
White
Male
4,386
0
60
United-States
Middle-aged
438,600,000
<=50K
44
Local-gov
241,851
Assoc-voc
11
Married-civ-spouse
Transport-moving
Husband
White
Male
4,386
0
40
United-States
Middle-aged
438,600,000
>50K
57
Self-emp-not-inc
291,529
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
4,386
0
13
United-States
Middle-aged
438,600,000
>50K
47
Private
329,144
HS-grad
9
Married-civ-spouse
Sales
Husband
White
Male
4,386
0
45
United-States
Middle-aged
438,600,000
>50K
44
Private
184,105
Assoc-acdm
12
Married-civ-spouse
Sales
Husband
White
Male
4,386
0
40
United-States
Middle-aged
438,600,000
>50K
45
Private
120,724
Masters
14
Married-civ-spouse
Exec-managerial
Husband
White
Male
4,386
0
40
United-States
Middle-aged
438,600,000
<=50K
37
Private
219,546
Assoc-voc
11
Married-civ-spouse
Craft-repair
Husband
White
Male
4,386
0
44
United-States
Middle-aged
438,600,000
>50K
31
Private
240,771
Some-college
10
Married-civ-spouse
Craft-repair
Husband
White
Male
4,386
0
50
United-States
Middle-aged
438,600,000
>50K
53
State-gov
151,580
Assoc-voc
11
Married-civ-spouse
Prof-specialty
Husband
White
Male
4,386
0
40
United-States
Middle-aged
438,600,000
>50K
34
Private
209,691
Assoc-voc
11
Married-civ-spouse
Prof-specialty
Husband
White
Male
4,386
0
50
United-States
Middle-aged
438,600,000
>50K
29
Private
51,944
HS-grad
9
Married-civ-spouse
Other-service
Wife
White
Female
4,386
0
40
United-States
Young
438,600,000
>50K
53
Local-gov
216,931
Some-college
10
Married-civ-spouse
Protective-serv
Husband
White
Male
4,386
0
40
United-States
Middle-aged
438,600,000
>50K
44
Local-gov
193,425
Masters
14
Married-civ-spouse
Prof-specialty
Wife
White
Female
4,386
0
40
United-States
Middle-aged
438,600,000
>50K
48
Private
449,354
HS-grad
9
Married-civ-spouse
Adm-clerical
Husband
White
Male
4,386
0
45
United-States
Middle-aged
438,600,000
>50K
34
State-gov
177,331
Some-college
10
Married-civ-spouse
Prof-specialty
Husband
Black
Male
4,386
0
40
United-States
Middle-aged
438,600,000
>50K
44
Private
167,005
Some-college
10
Married-civ-spouse
Craft-repair
Husband
White
Male
4,386
0
55
United-States
Middle-aged
438,600,000
<=50K
29
Self-emp-not-inc
104,423
Some-college
10
Married-civ-spouse
Exec-managerial
Other-relative
White
Male
4,386
0
45
United-States
Young
438,600,000
>50K
51
Local-gov
349,431
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
White
Male
4,386
0
40
United-States
Middle-aged
438,600,000
>50K
37
Private
215,503
HS-grad
9
Married-civ-spouse
Exec-managerial
Husband
White
Male
4,386
0
45
United-States
Middle-aged
438,600,000
>50K
34
Private
169,527
Some-college
10
Married-civ-spouse
Sales
Wife
White
Female
4,386
0
20
United-States
Middle-aged
438,600,000
<=50K
40
Private
70,539
Some-college
10
Married-civ-spouse
Sales
Husband
White
Male
4,386
0
50
United-States
Middle-aged
438,600,000
<=50K
46
Private
269,652
Some-college
10
Married-civ-spouse
Craft-repair
Husband
White
Male
4,386
0
38
United-States
Middle-aged
438,600,000
>50K
37
Self-emp-not-inc
188,563
Some-college
10
Married-civ-spouse
Exec-managerial
Husband
White
Male
4,386
0
50
United-States
Middle-aged
438,600,000
>50K
36
Self-emp-not-inc
138,940
Bachelors
13
Married-civ-spouse
Exec-managerial
Husband
White
Male
4,386
0
50
United-States
Middle-aged
438,600,000
>50K
31
Private
319,146
Assoc-voc
11
Married-civ-spouse
Craft-repair
Husband
White
Male
4,386
0
40
Mexico
Middle-aged
438,600,000
>50K
53
Private
70,387
Masters
14
Married-civ-spouse
Prof-specialty
Husband
Asian-Pac-Islander
Male
4,386
0
40
India
Middle-aged
438,600,000
>50K
46
Self-emp-not-inc
51,271
HS-grad
9
Married-civ-spouse
Farming-fishing
Husband
White
Male
4,386
0
70
United-States
Middle-aged
438,600,000
<=50K
32
Private
123,964
Some-college
10
Married-civ-spouse
Sales
Husband
White
Male
4,386
0
50
United-States
Middle-aged
438,600,000
<=50K
38
Private
160,808
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
Black
Male
4,386
0
48
United-States
Middle-aged
438,600,000
<=50K
43
Local-gov
118,853
Some-college
10
Married-civ-spouse
Tech-support
Husband
White
Male
4,386
0
99
United-States
Middle-aged
438,600,000
>50K
53
Private
133,219
HS-grad
9
Married-civ-spouse
Other-service
Husband
Black
Male
4,386
0
30
United-States
Middle-aged
438,600,000
>50K
45
Private
294,671
Assoc-voc
11
Married-civ-spouse
Craft-repair
Husband
White
Male
4,386
0
38
United-States
Middle-aged
438,600,000
>50K
41
Private
433,989
Assoc-voc
11
Married-civ-spouse
Sales
Husband
White
Male
4,386
0
60
United-States
Middle-aged
438,600,000
>50K
63
Private
117,473
Some-college
10
Married-civ-spouse
Prof-specialty
Husband
White
Male
4,386
0
40
United-States
Senior
438,600,000
>50K
42
Self-emp-not-inc
69,333
Assoc-voc
11
Married-civ-spouse
Transport-moving
Husband
White
Male
4,386
0
80
United-States
Middle-aged
438,600,000
>50K
40
Private
132,222
Some-college
10
Married-civ-spouse
Machine-op-inspct
Husband
White
Male
4,386
0
50
United-States
Middle-aged
438,600,000
>50K
24
Private
556,660
HS-grad
9
Never-married
Exec-managerial
Other-relative
White
Male
4,101
0
50
United-States
Young
410,100,000
<=50K
21
Private
255,957
Some-college
10
Never-married
Exec-managerial
Not-in-family
White
Female
4,101
0
40
United-States
Young
410,100,000
<=50K
32
Private
115,631
Some-college
10
Never-married
Adm-clerical
Not-in-family
White
Female
4,101
0
50
United-States
Middle-aged
410,100,000
<=50K
56
Private
191,917
Assoc-acdm
12
Divorced
Adm-clerical
Unmarried
White
Female
4,101
0
40
United-States
Middle-aged
410,100,000
<=50K
35
Self-emp-not-inc
31,095
Some-college
10
Separated
Farming-fishing
Not-in-family
White
Male
4,101
0
60
United-States
Middle-aged
410,100,000
<=50K
43
Private
59,107
HS-grad
9
Separated
Other-service
Not-in-family
White
Female
4,101
0
40
United-States
Middle-aged
410,100,000
<=50K
31
Private
369,825
Bachelors
13
Never-married
Sales
Not-in-family
White
Male
4,101
0
50
United-States
Middle-aged
410,100,000
<=50K
56
Private
168,625
HS-grad
9
Divorced
Prof-specialty
Not-in-family
White
Female
4,101
0
40
United-States
Middle-aged
410,100,000
<=50K
23
Private
211,049
Some-college
10
Never-married
Tech-support
Not-in-family
White
Female
4,101
0
40
United-States
Young
410,100,000
<=50K
21
Private
20,728
HS-grad
9
Never-married
Sales
Own-child
White
Female
4,101
0
40
United-States
Young
410,100,000
<=50K
25
Private
321,205
Bachelors
13
Never-married
Exec-managerial
Not-in-family
White
Male
4,101
0
35
United-States
Young
410,100,000
<=50K
31
Private
188,108
HS-grad
9
Never-married
Craft-repair
Own-child
White
Male
4,101
0
40
United-States
Middle-aged
410,100,000
<=50K
27
State-gov
142,621
Bachelors
13
Never-married
Prof-specialty
Not-in-family
White
Female
4,101
0
40
United-States
Young
410,100,000
<=50K
37
Private
143,582
Assoc-voc
11
Never-married
Adm-clerical
Not-in-family
Other
Female
4,101
0
35
United-States
Middle-aged
410,100,000
<=50K
19
Private
223,648
HS-grad
9
Never-married
Sales
Not-in-family
White
Male
4,101
0
48
United-States
Young
410,100,000
<=50K
23
Private
32,950
Some-college
10
Never-married
Transport-moving
Not-in-family
White
Male
4,101
0
40
United-States
Young
410,100,000
<=50K
28
Local-gov
135,567
Bachelors
13
Never-married
Adm-clerical
Not-in-family
Black
Female
4,101
0
60
United-States
Young
410,100,000
<=50K
54
State-gov
137,815
12th
8
Never-married
Other-service
Own-child
White
Male
4,101
0
40
United-States
Middle-aged
410,100,000
<=50K
36
Private
108,320
HS-grad
9
Divorced
Machine-op-inspct
Not-in-family
White
Male
4,101
0
40
United-States
Middle-aged
410,100,000
<=50K
25
Private
149,943
HS-grad
9
Never-married
Other-service
Other-relative
Asian-Pac-Islander
Male
4,101
0
60
?
Young
410,100,000
<=50K
28
Private
377,869
Some-college
10
Married-civ-spouse
Sales
Wife
White
Female
4,064
0
25
United-States
Young
406,400,000
<=50K
59
Private
146,013
Some-college
10
Married-civ-spouse
Sales
Husband
White
Male
4,064
0
40
United-States
Middle-aged
406,400,000
<=50K
58
State-gov
110,517
Doctorate
16
Married-civ-spouse
Prof-specialty
Husband
Asian-Pac-Islander
Male
4,064
0
40
India
Middle-aged
406,400,000
<=50K
43
Private
149,670
Some-college
10
Married-civ-spouse
Adm-clerical
Wife
White
Female
4,064
0
15
United-States
Middle-aged
406,400,000
<=50K
39
Private
187,046
HS-grad
9
Married-civ-spouse
Sales
Husband
White
Male
4,064
0
38
United-States
Middle-aged
406,400,000
<=50K
26
Private
164,018
Bachelors
13
Married-civ-spouse
Sales
Husband
White
Male
4,064
0
50
United-States
Young
406,400,000
<=50K
63
Private
143,098
HS-grad
9
Married-civ-spouse
Sales
Husband
White
Male
4,064
0
40
United-States
Senior
406,400,000
<=50K
32
Local-gov
217,296
HS-grad
9
Married-civ-spouse
Transport-moving
Wife
White
Female
4,064
0
22
United-States
Middle-aged
406,400,000
<=50K
47
Private
170,850
HS-grad
9
Married-civ-spouse
Handlers-cleaners
Husband
White
Male
4,064
0
60
United-States
Middle-aged
406,400,000
<=50K
35
Private
28,572
Some-college
10
Married-civ-spouse
Craft-repair
Husband
White
Male
4,064
0
35
United-States
Middle-aged
406,400,000
<=50K
38
Federal-gov
122,493
Bachelors
13
Married-civ-spouse
Prof-specialty
Husband
White
Male
4,064
0
40
United-States
Middle-aged
406,400,000
<=50K
52
Self-emp-inc
177,727
10th
6
Married-civ-spouse
Sales
Husband
White
Male
4,064
0
45
United-States
Middle-aged
406,400,000
<=50K
32
Self-emp-not-inc
70,985
HS-grad
9
Married-civ-spouse
Farming-fishing
Husband
White
Male
4,064
0
40
United-States
Middle-aged
406,400,000
<=50K
35
Private
126,569
Some-college
10
Married-civ-spouse
Sales
Husband
White
Male
4,064
0
40
United-States
Middle-aged
406,400,000
<=50K
54
Private
234,938
HS-grad
9
Married-civ-spouse
Sales
Husband
White
Male
4,064
0
55
United-States
Middle-aged
406,400,000
<=50K
49
Private
40,000
Bachelors
13
Married-civ-spouse
Sales
Husband
White
Male
4,064
0
44
United-States
Middle-aged
406,400,000
<=50K
40
Private
316,820
7th-8th
4
Married-civ-spouse
Sales
Husband
White
Male
4,064
0
40
United-States
Middle-aged
406,400,000
<=50K
40
Private
145,439
5th-6th
3
Married-civ-spouse
Other-service
Husband
Other
Male
4,064
0
40
Mexico
Middle-aged
406,400,000
<=50K
43
Private
484,861
Some-college
10
Married-civ-spouse
Craft-repair
Husband
White
Male
4,064
0
38
United-States
Middle-aged
406,400,000
<=50K
31
Local-gov
176,185
Bachelors
13
Married-civ-spouse
Machine-op-inspct
Husband
White
Male
4,064
0
40
?
Middle-aged
406,400,000
<=50K
50
Local-gov
50,178
Some-college
10
Married-civ-spouse
Craft-repair
Husband
White
Male
4,064
0
55
United-States
Middle-aged
406,400,000
<=50K
46
Private
181,810
HS-grad
9
Married-civ-spouse
Craft-repair
Husband
Black
Male
4,064
0
40
United-States
Middle-aged
406,400,000
<=50K
27
Federal-gov
196,386
Assoc-acdm
12
Married-civ-spouse
Adm-clerical
Husband
White
Male
4,064
0
40
El-Salvador
Young
406,400,000
<=50K
34
Private
34,848
Some-college
10
Married-civ-spouse
Transport-moving
Husband
White
Male
4,064
0
40
United-States
Middle-aged
406,400,000
<=50K
61
Local-gov
180,079
Doctorate
16
Married-civ-spouse
Exec-managerial
Husband
White
Male
4,064
0
40
United-States
Senior
406,400,000
<=50K
55
Private
226,875
HS-grad
9
Married-civ-spouse
Sales
Husband
White
Male
4,064
0
40
United-States
Middle-aged
406,400,000
<=50K
33
Federal-gov
293,550
Some-college
10
Married-civ-spouse
Tech-support
Wife
White
Female
4,064
0
40
United-States
Middle-aged
406,400,000
<=50K